Dataset statistics
| Number of variables | 16 |
|---|---|
| Number of observations | 8789 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.4 MiB |
| Average record size in memory | 286.5 B |
Variable types
| Text | 2 |
|---|---|
| Numeric | 14 |
PC1 is highly overall correlated with protein_g | High correlation |
PC10 is highly overall correlated with PC3 and 1 other fields | High correlation |
PC2 is highly overall correlated with calories and 1 other fields | High correlation |
PC3 is highly overall correlated with PC10 and 2 other fields | High correlation |
PC4 is highly overall correlated with protein_g | High correlation |
calories is highly overall correlated with PC2 and 1 other fields | High correlation |
carbohydrate_g is highly overall correlated with PC10 and 1 other fields | High correlation |
protein_g is highly overall correlated with PC1 and 2 other fields | High correlation |
total_fat_grams is highly overall correlated with PC2 and 1 other fields | High correlation |
name has unique values | Unique |
total_fat_grams has 451 (5.1%) zeros | Zeros |
protein_g has 358 (4.1%) zeros | Zeros |
carbohydrate_g has 2158 (24.6%) zeros | Zeros |
Reproduction
| Analysis started | 2024-06-12 01:45:53.079806 |
|---|---|
| Analysis finished | 2024-06-12 01:46:09.407231 |
| Duration | 16.33 seconds |
| Software version | ydata-profiling vv4.7.0 |
| Download configuration | config.json |
name
Text
UNIQUE 
| Distinct | 8789 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 956.1 KiB |
Length
| Max length | 134 |
|---|---|
| Median length | 101 |
| Mean length | 54.378314 |
| Min length | 3 |
Characters and Unicode
| Total characters | 477931 |
|---|---|
| Distinct characters | 76 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 8789 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | Cornstarch |
|---|---|
| 2nd row | Nuts, pecans |
| 3rd row | Eggplant, raw |
| 4th row | Teff, uncooked |
| 5th row | Sherbet, orange |
| Value | Count | Frequency (%) |
| and | 2097 | 3.0% |
| fat | 2054 | 3.0% |
| cooked | 1785 | 2.6% |
| lean | 1513 | 2.2% |
| separable | 1457 | 2.1% |
| raw | 1390 | 2.0% |
| with | 1385 | 2.0% |
| beef | 1161 | 1.7% |
| trimmed | 995 | 1.4% |
| to | 973 | 1.4% |
| Other values (3293) | 54011 |
Most occurring characters
| Value | Count | Frequency (%) |
| 60053 | 12.6% | |
| e | 45938 | 9.6% |
| a | 34165 | 7.1% |
| , | 30332 | 6.3% |
| r | 25907 | 5.4% |
| o | 24616 | 5.2% |
| t | 22189 | 4.6% |
| d | 20052 | 4.2% |
| s | 20023 | 4.2% |
| n | 19904 | 4.2% |
| Other values (66) | 174752 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 477931 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 60053 | 12.6% | |
| e | 45938 | 9.6% |
| a | 34165 | 7.1% |
| , | 30332 | 6.3% |
| r | 25907 | 5.4% |
| o | 24616 | 5.2% |
| t | 22189 | 4.6% |
| d | 20052 | 4.2% |
| s | 20023 | 4.2% |
| n | 19904 | 4.2% |
| Other values (66) | 174752 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 477931 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 60053 | 12.6% | |
| e | 45938 | 9.6% |
| a | 34165 | 7.1% |
| , | 30332 | 6.3% |
| r | 25907 | 5.4% |
| o | 24616 | 5.2% |
| t | 22189 | 4.6% |
| d | 20052 | 4.2% |
| s | 20023 | 4.2% |
| n | 19904 | 4.2% |
| Other values (66) | 174752 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 477931 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 60053 | 12.6% | |
| e | 45938 | 9.6% |
| a | 34165 | 7.1% |
| , | 30332 | 6.3% |
| r | 25907 | 5.4% |
| o | 24616 | 5.2% |
| t | 22189 | 4.6% |
| d | 20052 | 4.2% |
| s | 20023 | 4.2% |
| n | 19904 | 4.2% |
| Other values (66) | 174752 |
calories
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 671 |
|---|---|
| Distinct (%) | 7.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 226.28388 |
| Minimum | 0 |
|---|---|
| Maximum | 902 |
| Zeros | 39 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 68.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 25 |
| Q1 | 91 |
| median | 191 |
| Q3 | 337 |
| 95-th percentile | 519 |
| Maximum | 902 |
| Range | 902 |
| Interquartile range (IQR) | 246 |
Descriptive statistics
| Standard deviation | 169.862 |
|---|---|
| Coefficient of variation (CV) | 0.75065888 |
| Kurtosis | 1.7132432 |
| Mean | 226.28388 |
| Median Absolute Deviation (MAD) | 115 |
| Skewness | 1.1490912 |
| Sum | 1988809 |
| Variance | 28853.1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 884 | 78 | 0.9% |
| 47 | 45 | 0.5% |
| 56 | 43 | 0.5% |
| 0 | 39 | 0.4% |
| 50 | 38 | 0.4% |
| 63 | 38 | 0.4% |
| 53 | 37 | 0.4% |
| 127 | 37 | 0.4% |
| 20 | 36 | 0.4% |
| 34 | 36 | 0.4% |
| Other values (661) | 8362 |
| Value | Count | Frequency (%) |
| 0 | 39 | |
| 1 | 17 | |
| 2 | 11 | 0.1% |
| 3 | 4 | < 0.1% |
| 4 | 12 | 0.1% |
| 5 | 7 | 0.1% |
| 6 | 6 | 0.1% |
| 7 | 2 | < 0.1% |
| 8 | 4 | < 0.1% |
| 9 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 902 | 9 | 0.1% |
| 900 | 12 | 0.1% |
| 899 | 1 | < 0.1% |
| 898 | 1 | < 0.1% |
| 897 | 1 | < 0.1% |
| 894 | 1 | < 0.1% |
| 892 | 1 | < 0.1% |
| 889 | 1 | < 0.1% |
| 884 | 78 | |
| 882 | 1 | < 0.1% |
total_fat_grams
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 176 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.556855 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 451 |
| Zeros (%) | 5.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 68.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 5.1 |
| Q3 | 14 |
| 95-th percentile | 35 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 15.818247 |
|---|---|
| Coefficient of variation (CV) | 1.4983863 |
| Kurtosis | 13.754812 |
| Mean | 10.556855 |
| Median Absolute Deviation (MAD) | 4.8 |
| Skewness | 3.3095707 |
| Sum | 92784.2 |
| Variance | 250.21695 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 451 | 5.1% |
| 0.1 | 437 | 5.0% |
| 0.2 | 354 | 4.0% |
| 11 | 225 | 2.6% |
| 0.3 | 215 | 2.4% |
| 12 | 207 | 2.4% |
| 0.4 | 201 | 2.3% |
| 13 | 201 | 2.3% |
| 14 | 156 | 1.8% |
| 0.5 | 150 | 1.7% |
| Other values (166) | 6192 |
| Value | Count | Frequency (%) |
| 0 | 451 | |
| 0.1 | 437 | |
| 0.2 | 354 | |
| 0.3 | 215 | |
| 0.4 | 201 | |
| 0.5 | 150 | 1.7% |
| 0.6 | 104 | 1.2% |
| 0.7 | 101 | 1.1% |
| 0.8 | 90 | 1.0% |
| 0.9 | 89 | 1.0% |
| Value | Count | Frequency (%) |
| 100 | 107 | |
| 99 | 5 | 0.1% |
| 97 | 1 | < 0.1% |
| 94 | 3 | < 0.1% |
| 89 | 1 | < 0.1% |
| 84 | 1 | < 0.1% |
| 81 | 10 | 0.1% |
| 80 | 8 | 0.1% |
| 79 | 3 | < 0.1% |
| 78 | 3 | < 0.1% |
protein_g
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 2664 |
|---|---|
| Distinct (%) | 30.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.345616 |
| Minimum | 0 |
|---|---|
| Maximum | 88.32 |
| Zeros | 358 |
| Zeros (%) | 4.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 68.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.07 |
| Q1 | 2.38 |
| median | 8.02 |
| Q3 | 19.88 |
| 95-th percentile | 29.092 |
| Maximum | 88.32 |
| Range | 88.32 |
| Interquartile range (IQR) | 17.5 |
Descriptive statistics
| Standard deviation | 10.530602 |
|---|---|
| Coefficient of variation (CV) | 0.92816481 |
| Kurtosis | 2.6461171 |
| Mean | 11.345616 |
| Median Absolute Deviation (MAD) | 6.88 |
| Skewness | 1.1657796 |
| Sum | 99716.62 |
| Variance | 110.89357 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 358 | 4.1% |
| 0.1 | 45 | 0.5% |
| 0.07 | 41 | 0.5% |
| 0.3 | 40 | 0.5% |
| 0.2 | 40 | 0.5% |
| 5 | 31 | 0.4% |
| 2 | 29 | 0.3% |
| 0.4 | 28 | 0.3% |
| 5.5 | 27 | 0.3% |
| 6.5 | 27 | 0.3% |
| Other values (2654) | 8123 |
| Value | Count | Frequency (%) |
| 0 | 358 | |
| 0.01 | 22 | 0.3% |
| 0.02 | 3 | < 0.1% |
| 0.03 | 5 | 0.1% |
| 0.04 | 3 | < 0.1% |
| 0.05 | 5 | 0.1% |
| 0.06 | 6 | 0.1% |
| 0.07 | 41 | 0.5% |
| 0.08 | 2 | < 0.1% |
| 0.09 | 5 | 0.1% |
| Value | Count | Frequency (%) |
| 88.32 | 2 | |
| 85.6 | 1 | |
| 84.08 | 1 | |
| 82.6 | 1 | |
| 82.4 | 1 | |
| 81.1 | 1 | |
| 78.13 | 1 | |
| 77.27 | 1 | |
| 76.92 | 1 | |
| 75.16 | 1 |
carbohydrate_g
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 3322 |
|---|---|
| Distinct (%) | 37.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.121915 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 2158 |
| Zeros (%) | 24.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 68.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.05 |
| median | 9.34 |
| Q3 | 34.91 |
| 95-th percentile | 78.686 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 34.86 |
Descriptive statistics
| Standard deviation | 27.266261 |
|---|---|
| Coefficient of variation (CV) | 1.2325453 |
| Kurtosis | -0.14691886 |
| Mean | 22.121915 |
| Median Absolute Deviation (MAD) | 9.34 |
| Skewness | 1.1279071 |
| Sum | 194429.51 |
| Variance | 743.44901 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2158 | 24.6% |
| 0.14 | 19 | 0.2% |
| 0.7 | 15 | 0.2% |
| 10 | 15 | 0.2% |
| 0.15 | 15 | 0.2% |
| 0.05 | 14 | 0.2% |
| 0.2 | 14 | 0.2% |
| 5.1 | 13 | 0.1% |
| 0.04 | 12 | 0.1% |
| 9.2 | 12 | 0.1% |
| Other values (3312) | 6502 |
| Value | Count | Frequency (%) |
| 0 | 2158 | |
| 0.01 | 9 | 0.1% |
| 0.02 | 5 | 0.1% |
| 0.03 | 12 | 0.1% |
| 0.04 | 12 | 0.1% |
| 0.05 | 14 | 0.2% |
| 0.06 | 9 | 0.1% |
| 0.07 | 6 | 0.1% |
| 0.08 | 5 | 0.1% |
| 0.09 | 8 | 0.1% |
| Value | Count | Frequency (%) |
| 100 | 2 | |
| 99.98 | 1 | |
| 99.8 | 1 | |
| 99.77 | 1 | |
| 99.53 | 1 | |
| 99.1 | 1 | |
| 99 | 1 | |
| 98.94 | 1 | |
| 98.9 | 1 | |
| 98.6 | 1 |
Category
Text
| Distinct | 662 |
|---|---|
| Distinct (%) | 7.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 541.6 KiB |
Length
| Max length | 20 |
|---|---|
| Median length | 17 |
| Mean length | 6.0830584 |
| Min length | 1 |
Characters and Unicode
| Total characters | 53464 |
|---|---|
| Distinct characters | 30 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 228 ? |
|---|---|
| Unique (%) | 2.6% |
Sample
| 1st row | CORNSTARCH |
|---|---|
| 2nd row | NUTS |
| 3rd row | EGGPLANT |
| 4th row | TEFF |
| 5th row | SHERBET |
| Value | Count | Frequency (%) |
| beef | 967 | 11.0% |
| cereals | 354 | 4.0% |
| pork | 336 | 3.8% |
| lamb | 295 | 3.4% |
| beverages | 282 | 3.2% |
| babyfood | 243 | 2.8% |
| fish | 238 | 2.7% |
| chicken | 214 | 2.4% |
| soup | 176 | 2.0% |
| campbell's | 156 | 1.8% |
| Other values (652) | 5528 |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 7960 | |
| A | 5023 | 9.4% |
| S | 4824 | 9.0% |
| R | 3413 | 6.4% |
| O | 3103 | 5.8% |
| B | 2959 | 5.5% |
| C | 2750 | 5.1% |
| L | 2633 | 4.9% |
| I | 2417 | 4.5% |
| N | 2326 | 4.4% |
| Other values (20) | 16056 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 53464 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| E | 7960 | |
| A | 5023 | 9.4% |
| S | 4824 | 9.0% |
| R | 3413 | 6.4% |
| O | 3103 | 5.8% |
| B | 2959 | 5.5% |
| C | 2750 | 5.1% |
| L | 2633 | 4.9% |
| I | 2417 | 4.5% |
| N | 2326 | 4.4% |
| Other values (20) | 16056 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 53464 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| E | 7960 | |
| A | 5023 | 9.4% |
| S | 4824 | 9.0% |
| R | 3413 | 6.4% |
| O | 3103 | 5.8% |
| B | 2959 | 5.5% |
| C | 2750 | 5.1% |
| L | 2633 | 4.9% |
| I | 2417 | 4.5% |
| N | 2326 | 4.4% |
| Other values (20) | 16056 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 53464 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| E | 7960 | |
| A | 5023 | 9.4% |
| S | 4824 | 9.0% |
| R | 3413 | 6.4% |
| O | 3103 | 5.8% |
| B | 2959 | 5.5% |
| C | 2750 | 5.1% |
| L | 2633 | 4.9% |
| I | 2417 | 4.5% |
| N | 2326 | 4.4% |
| Other values (20) | 16056 |
PC1
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 8659 |
|---|---|
| Distinct (%) | 98.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.9806914 × 10-17 |
| Minimum | -1.8049219 |
|---|---|
| Maximum | 26.726427 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 5752 |
| Negative (%) | 65.4% |
| Memory size | 68.8 KiB |
Quantile statistics
| Minimum | -1.8049219 |
|---|---|
| 5-th percentile | -1.6066339 |
| Q1 | -1.0274046 |
| median | -0.33966089 |
| Q3 | 0.25496409 |
| 95-th percentile | 3.4014121 |
| Maximum | 26.726427 |
| Range | 28.531349 |
| Interquartile range (IQR) | 1.2823687 |
Descriptive statistics
| Standard deviation | 1.8762491 |
|---|---|
| Coefficient of variation (CV) | -9.4726978 × 1016 |
| Kurtosis | 32.003339 |
| Mean | -1.9806914 × 10-17 |
| Median Absolute Deviation (MAD) | 0.64152381 |
| Skewness | 4.3273325 |
| Sum | -1.6379259 × 10-13 |
| Variance | 3.5203108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1.804921949 | 47 | 0.5% |
| -1.790095628 | 5 | 0.1% |
| -0.2886630851 | 4 | < 0.1% |
| -0.1614142229 | 4 | < 0.1% |
| -1.802273456 | 3 | < 0.1% |
| -0.1066425081 | 3 | < 0.1% |
| -0.0398578533 | 3 | < 0.1% |
| -0.1492671237 | 3 | < 0.1% |
| -1.301735258 | 3 | < 0.1% |
| -0.03275490061 | 3 | < 0.1% |
| Other values (8649) | 8711 |
| Value | Count | Frequency (%) |
| -1.804921949 | 47 | |
| -1.804836508 | 2 | < 0.1% |
| -1.804665627 | 2 | < 0.1% |
| -1.803372395 | 1 | < 0.1% |
| -1.802857475 | 1 | < 0.1% |
| -1.802761033 | 1 | < 0.1% |
| -1.802385221 | 2 | < 0.1% |
| -1.802273456 | 3 | < 0.1% |
| -1.802119228 | 1 | < 0.1% |
| -1.80205968 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 26.72642683 | 1 | |
| 25.06742958 | 1 | |
| 22.81213685 | 1 | |
| 22.5486972 | 1 | |
| 21.72250295 | 1 | |
| 18.83363543 | 1 | |
| 18.75567324 | 1 | |
| 17.92970034 | 1 | |
| 17.55644807 | 1 | |
| 17.19660667 | 1 |
PC2
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 8659 |
|---|---|
| Distinct (%) | 98.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.4772182 × 10-17 |
| Minimum | -7.4436381 |
|---|---|
| Maximum | 21.228624 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 5904 |
| Negative (%) | 67.2% |
| Memory size | 68.8 KiB |
Quantile statistics
| Minimum | -7.4436381 |
|---|---|
| 5-th percentile | -1.1016073 |
| Q1 | -0.71514456 |
| median | -0.39947707 |
| Q3 | 0.28872858 |
| 95-th percentile | 2.0549926 |
| Maximum | 21.228624 |
| Range | 28.672262 |
| Interquartile range (IQR) | 1.0038731 |
Descriptive statistics
| Standard deviation | 1.4678302 |
|---|---|
| Coefficient of variation (CV) | 2.6798827 × 1016 |
| Kurtosis | 21.482924 |
| Mean | 5.4772182 × 10-17 |
| Median Absolute Deviation (MAD) | 0.38746268 |
| Skewness | 3.6388754 |
| Sum | 4.0700776 × 10-13 |
| Variance | 2.1545255 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.6376583161 | 47 | 0.5% |
| -0.6389480721 | 5 | 0.1% |
| -0.3902364418 | 4 | < 0.1% |
| -0.6888310551 | 4 | < 0.1% |
| -0.6319100357 | 3 | < 0.1% |
| -0.176139585 | 3 | < 0.1% |
| -0.1690470416 | 3 | < 0.1% |
| -0.6187880973 | 3 | < 0.1% |
| -0.336678715 | 3 | < 0.1% |
| -0.5654424875 | 3 | < 0.1% |
| Other values (8649) | 8711 |
| Value | Count | Frequency (%) |
| -7.443638128 | 1 | |
| -7.051411867 | 1 | |
| -6.472121079 | 1 | |
| -5.790940639 | 1 | |
| -5.706326979 | 1 | |
| -5.350007461 | 1 | |
| -5.064014799 | 1 | |
| -5.022783656 | 1 | |
| -4.675175338 | 1 | |
| -4.65529269 | 1 |
| Value | Count | Frequency (%) |
| 21.22862396 | 1 | |
| 12.00654669 | 1 | |
| 11.97292514 | 1 | |
| 11.73367099 | 1 | |
| 11.62170584 | 1 | |
| 11.57164334 | 1 | |
| 11.52162568 | 1 | |
| 11.44044286 | 1 | |
| 11.21476532 | 1 | |
| 11.12733672 | 1 |
PC3
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 8659 |
|---|---|
| Distinct (%) | 98.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.2337819 × 10-18 |
| Minimum | -12.117817 |
|---|---|
| Maximum | 20.441154 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 5430 |
| Negative (%) | 61.8% |
| Memory size | 68.8 KiB |
Quantile statistics
| Minimum | -12.117817 |
|---|---|
| 5-th percentile | -1.4779008 |
| Q1 | -0.57676457 |
| median | -0.19567817 |
| Q3 | 0.61896853 |
| 95-th percentile | 1.4827926 |
| Maximum | 20.441154 |
| Range | 32.558972 |
| Interquartile range (IQR) | 1.1957331 |
Descriptive statistics
| Standard deviation | 1.3845175 |
|---|---|
| Coefficient of variation (CV) | 4.2814188 × 1017 |
| Kurtosis | 44.306246 |
| Mean | 3.2337819 × 10-18 |
| Median Absolute Deviation (MAD) | 0.57248946 |
| Skewness | 4.0224336 |
| Sum | 1.9939606 × 10-13 |
| Variance | 1.9168886 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.1271608279 | 47 | 0.5% |
| -0.1234610174 | 5 | 0.1% |
| 0.8876355582 | 4 | < 0.1% |
| 0.6294233588 | 4 | < 0.1% |
| -0.09664367516 | 3 | < 0.1% |
| 1.076659166 | 3 | < 0.1% |
| 1.167365969 | 3 | < 0.1% |
| 0.6164140516 | 3 | < 0.1% |
| -0.1631251655 | 3 | < 0.1% |
| 0.8727664692 | 3 | < 0.1% |
| Other values (8649) | 8711 |
| Value | Count | Frequency (%) |
| -12.11781724 | 1 | |
| -9.664410804 | 1 | |
| -9.65110486 | 1 | |
| -8.742827143 | 1 | |
| -8.392102591 | 1 | |
| -7.392753257 | 1 | |
| -7.271978906 | 1 | |
| -6.330581697 | 1 | |
| -5.961664629 | 1 | |
| -5.767620691 | 1 |
| Value | Count | Frequency (%) |
| 20.44115436 | 1 | |
| 17.95333391 | 1 | |
| 17.58532021 | 1 | |
| 17.20690361 | 1 | |
| 17.09137011 | 1 | |
| 16.44027128 | 1 | |
| 15.90926346 | 1 | |
| 15.56564926 | 1 | |
| 15.09974805 | 1 | |
| 14.49207496 | 1 |
PC4
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 8660 |
|---|---|
| Distinct (%) | 98.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.616891 × 10-17 |
| Minimum | -29.776412 |
|---|---|
| Maximum | 33.660092 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 4658 |
| Negative (%) | 53.0% |
| Memory size | 68.8 KiB |
Quantile statistics
| Minimum | -29.776412 |
|---|---|
| 5-th percentile | -1.1125412 |
| Q1 | -0.48290491 |
| median | -0.067438866 |
| Q3 | 0.35245439 |
| 95-th percentile | 1.4319032 |
| Maximum | 33.660092 |
| Range | 63.436504 |
| Interquartile range (IQR) | 0.8353593 |
Descriptive statistics
| Standard deviation | 1.2252703 |
|---|---|
| Coefficient of variation (CV) | 7.5779399 × 1016 |
| Kurtosis | 152.09256 |
| Mean | 1.616891 × 10-17 |
| Median Absolute Deviation (MAD) | 0.4180527 |
| Skewness | 1.3453654 |
| Sum | 1.0280665 × 10-13 |
| Variance | 1.5012872 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.23915271 | 47 | 0.5% |
| 0.2302695644 | 5 | 0.1% |
| -0.2849515955 | 4 | < 0.1% |
| -0.383609886 | 4 | < 0.1% |
| -0.5881194822 | 3 | < 0.1% |
| -0.3895045366 | 3 | < 0.1% |
| 0.23041252 | 3 | < 0.1% |
| -0.6042003176 | 3 | < 0.1% |
| 0.4295992784 | 3 | < 0.1% |
| -0.5312954204 | 3 | < 0.1% |
| Other values (8650) | 8711 |
| Value | Count | Frequency (%) |
| -29.77641186 | 1 | |
| -22.54910239 | 1 | |
| -22.10971434 | 1 | |
| -12.39127447 | 1 | |
| -9.525780207 | 1 | |
| -7.317605016 | 1 | |
| -6.21231403 | 1 | |
| -6.044166601 | 1 | |
| -5.779507381 | 1 | |
| -5.627512203 | 1 |
| Value | Count | Frequency (%) |
| 33.66009182 | 1 | |
| 18.36441107 | 1 | |
| 14.300134 | 1 | |
| 14.00604072 | 1 | |
| 13.28247051 | 1 | |
| 12.21753023 | 1 | |
| 12.14960918 | 1 | |
| 11.59226065 | 1 | |
| 10.75197111 | 1 | |
| 10.20003586 | 1 |
PC5
Real number (ℝ)
| Distinct | 8659 |
|---|---|
| Distinct (%) | 98.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.7785801 × 10-17 |
| Minimum | -17.087263 |
|---|---|
| Maximum | 35.872656 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 4783 |
| Negative (%) | 54.4% |
| Memory size | 68.8 KiB |
Quantile statistics
| Minimum | -17.087263 |
|---|---|
| 5-th percentile | -0.92780187 |
| Q1 | -0.27958935 |
| median | -0.039494932 |
| Q3 | 0.20157108 |
| 95-th percentile | 1.1389408 |
| Maximum | 35.872656 |
| Range | 52.959919 |
| Interquartile range (IQR) | 0.48116043 |
Descriptive statistics
| Standard deviation | 1.1147983 |
|---|---|
| Coefficient of variation (CV) | -6.2679116 × 1016 |
| Kurtosis | 181.89149 |
| Mean | -1.7785801 × 10-17 |
| Median Absolute Deviation (MAD) | 0.24056518 |
| Skewness | 5.6584554 |
| Sum | -2.1660451 × 10-13 |
| Variance | 1.2427752 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.1091094341 | 47 | 0.5% |
| -0.1106532 | 5 | 0.1% |
| -0.2738000324 | 4 | < 0.1% |
| -0.4767711737 | 4 | < 0.1% |
| -0.09853065407 | 3 | < 0.1% |
| -0.3294374382 | 3 | < 0.1% |
| -0.3509358596 | 3 | < 0.1% |
| -0.3753126461 | 3 | < 0.1% |
| -0.0251962333 | 3 | < 0.1% |
| -0.2803701406 | 3 | < 0.1% |
| Other values (8649) | 8711 |
| Value | Count | Frequency (%) |
| -17.08726288 | 1 | |
| -14.08008788 | 1 | |
| -14.0240976 | 1 | |
| -10.69571032 | 1 | |
| -10.08228512 | 1 | |
| -9.202840878 | 1 | |
| -8.690905354 | 1 | |
| -8.561290757 | 1 | |
| -8.407802424 | 1 | |
| -7.62839789 | 1 |
| Value | Count | Frequency (%) |
| 35.8726563 | 1 | |
| 22.84437856 | 1 | |
| 17.64778236 | 1 | |
| 13.58291148 | 1 | |
| 12.67971546 | 1 | |
| 11.88351708 | 1 | |
| 11.57251034 | 1 | |
| 11.54133781 | 1 | |
| 11.2244622 | 1 | |
| 9.269004051 | 1 |
PC6
Real number (ℝ)
| Distinct | 8660 |
|---|---|
| Distinct (%) | 98.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.1318237 × 10-17 |
| Minimum | -13.628151 |
|---|---|
| Maximum | 22.22405 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 5713 |
| Negative (%) | 65.0% |
| Memory size | 68.8 KiB |
Quantile statistics
| Minimum | -13.628151 |
|---|---|
| 5-th percentile | -1.1083044 |
| Q1 | -0.35700711 |
| median | -0.15675857 |
| Q3 | 0.18887705 |
| 95-th percentile | 1.7842255 |
| Maximum | 22.22405 |
| Range | 35.8522 |
| Interquartile range (IQR) | 0.54588416 |
Descriptive statistics
| Standard deviation | 1.085882 |
|---|---|
| Coefficient of variation (CV) | 9.5940912 × 1016 |
| Kurtosis | 64.164621 |
| Mean | 1.1318237 × 10-17 |
| Median Absolute Deviation (MAD) | 0.25582898 |
| Skewness | 3.1443743 |
| Sum | 1.3175572 × 10-13 |
| Variance | 1.1791396 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.2253903209 | 47 | 0.5% |
| -0.2215638516 | 5 | 0.1% |
| -0.231224869 | 4 | < 0.1% |
| -0.2168392292 | 4 | < 0.1% |
| -0.2612963556 | 3 | < 0.1% |
| -0.1625106906 | 3 | < 0.1% |
| -0.2307846384 | 3 | < 0.1% |
| -0.3166920673 | 3 | < 0.1% |
| 0.07599151338 | 3 | < 0.1% |
| -0.2251809391 | 3 | < 0.1% |
| Other values (8650) | 8711 |
| Value | Count | Frequency (%) |
| -13.62815059 | 1 | |
| -12.83591577 | 1 | |
| -10.10252413 | 1 | |
| -8.259712656 | 1 | |
| -8.057239073 | 1 | |
| -8.011681355 | 1 | |
| -7.970112791 | 1 | |
| -7.424525281 | 1 | |
| -5.969250662 | 1 | |
| -5.936716565 | 1 |
| Value | Count | Frequency (%) |
| 22.22404971 | 1 | |
| 18.23465009 | 1 | |
| 17.32838028 | 1 | |
| 16.132596 | 1 | |
| 16.03598845 | 1 | |
| 12.13607182 | 1 | |
| 11.82672742 | 1 | |
| 10.95344457 | 1 | |
| 10.83552302 | 1 | |
| 10.75477994 | 1 |
PC7
Real number (ℝ)
| Distinct | 8661 |
|---|---|
| Distinct (%) | 98.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.0720928 × 10-17 |
| Minimum | -18.512367 |
|---|---|
| Maximum | 28.733436 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 4239 |
| Negative (%) | 48.2% |
| Memory size | 68.8 KiB |
Quantile statistics
| Minimum | -18.512367 |
|---|---|
| 5-th percentile | -0.70907282 |
| Q1 | -0.19539044 |
| median | 0.013621678 |
| Q3 | 0.19993578 |
| 95-th percentile | 0.74551972 |
| Maximum | 28.733436 |
| Range | 47.245803 |
| Interquartile range (IQR) | 0.39532622 |
Descriptive statistics
| Standard deviation | 0.99983959 |
|---|---|
| Coefficient of variation (CV) | 3.2545878 × 1016 |
| Kurtosis | 318.56893 |
| Mean | 3.0720928 × 10-17 |
| Median Absolute Deviation (MAD) | 0.19730542 |
| Skewness | 9.2148378 |
| Sum | 1.7133517 × 10-13 |
| Variance | 0.9996792 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.2175247815 | 47 | 0.5% |
| -0.2160325981 | 5 | 0.1% |
| 0.05036656663 | 4 | < 0.1% |
| 0.2192178721 | 4 | < 0.1% |
| 0.09436204125 | 3 | < 0.1% |
| 0.07843992115 | 3 | < 0.1% |
| 0.1989642726 | 3 | < 0.1% |
| 0.2237093852 | 3 | < 0.1% |
| -0.09933129745 | 3 | < 0.1% |
| -0.2155560436 | 3 | < 0.1% |
| Other values (8651) | 8711 |
| Value | Count | Frequency (%) |
| -18.51236671 | 1 | |
| -15.61208461 | 1 | |
| -13.34050419 | 1 | |
| -10.59116404 | 1 | |
| -9.940018257 | 1 | |
| -8.23020289 | 1 | |
| -7.949456157 | 1 | |
| -7.536547771 | 1 | |
| -7.230982149 | 1 | |
| -7.070534009 | 1 |
| Value | Count | Frequency (%) |
| 28.73343586 | 1 | |
| 28.27459014 | 1 | |
| 28.24483963 | 1 | |
| 20.80721502 | 1 | |
| 20.09881127 | 1 | |
| 17.24839588 | 1 | |
| 16.45150062 | 1 | |
| 13.81764831 | 1 | |
| 11.72806062 | 1 | |
| 10.98672683 | 1 |
PC8
Real number (ℝ)
| Distinct | 8659 |
|---|---|
| Distinct (%) | 98.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2.9104037 × 10-17 |
| Minimum | -22.227382 |
|---|---|
| Maximum | 35.75002 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 5009 |
| Negative (%) | 57.0% |
| Memory size | 68.8 KiB |
Quantile statistics
| Minimum | -22.227382 |
|---|---|
| 5-th percentile | -0.73007085 |
| Q1 | -0.20256329 |
| median | -0.044369914 |
| Q3 | 0.17179535 |
| 95-th percentile | 1.203886 |
| Maximum | 35.75002 |
| Range | 57.977402 |
| Interquartile range (IQR) | 0.37435864 |
Descriptive statistics
| Standard deviation | 0.99327745 |
|---|---|
| Coefficient of variation (CV) | -3.4128511 × 1016 |
| Kurtosis | 300.12679 |
| Mean | -2.9104037 × 10-17 |
| Median Absolute Deviation (MAD) | 0.18228367 |
| Skewness | -1.3191249 |
| Sum | -1.5637491 × 10-13 |
| Variance | 0.9866001 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.1433113731 | 47 | 0.5% |
| -0.1426631025 | 5 | 0.1% |
| -0.1683185479 | 4 | < 0.1% |
| -0.2894713576 | 4 | < 0.1% |
| -0.1393740257 | 3 | < 0.1% |
| -0.1630163157 | 3 | < 0.1% |
| -0.08604935328 | 3 | < 0.1% |
| -0.3311749053 | 3 | < 0.1% |
| 0.03581514952 | 3 | < 0.1% |
| -0.2863787642 | 3 | < 0.1% |
| Other values (8649) | 8711 |
| Value | Count | Frequency (%) |
| -22.22738161 | 1 | |
| -18.69575651 | 1 | |
| -18.13433219 | 1 | |
| -17.90204111 | 1 | |
| -15.7344325 | 1 | |
| -15.64577035 | 1 | |
| -14.3615805 | 1 | |
| -13.5909672 | 1 | |
| -13.20921995 | 1 | |
| -13.16510588 | 1 |
| Value | Count | Frequency (%) |
| 35.75002017 | 1 | |
| 4.966827922 | 1 | |
| 4.425007453 | 1 | |
| 3.946477638 | 1 | |
| 3.928642745 | 1 | |
| 3.640615582 | 1 | |
| 3.616226926 | 1 | |
| 3.6019209 | 1 | |
| 3.509527695 | 1 | |
| 3.418414496 | 1 |
PC9
Real number (ℝ)
| Distinct | 8661 |
|---|---|
| Distinct (%) | 98.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2126682 × 10-17 |
| Minimum | -15.156597 |
|---|---|
| Maximum | 39.447735 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 3566 |
| Negative (%) | 40.6% |
| Memory size | 68.8 KiB |
Quantile statistics
| Minimum | -15.156597 |
|---|---|
| 5-th percentile | -1.2340732 |
| Q1 | -0.21239027 |
| median | 0.0885316 |
| Q3 | 0.30888281 |
| 95-th percentile | 0.81540346 |
| Maximum | 39.447735 |
| Range | 54.604332 |
| Interquartile range (IQR) | 0.52127308 |
Descriptive statistics
| Standard deviation | 0.96798653 |
|---|---|
| Coefficient of variation (CV) | 7.9822866 × 1016 |
| Kurtosis | 343.54526 |
| Mean | 1.2126682 × 10-17 |
| Median Absolute Deviation (MAD) | 0.25061991 |
| Skewness | 6.1031444 |
| Sum | 1.0878798 × 10-13 |
| Variance | 0.93699793 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1934643499 | 47 | 0.5% |
| 0.192524924 | 5 | 0.1% |
| 0.1823042979 | 4 | < 0.1% |
| 0.3356234779 | 4 | < 0.1% |
| 0.05991617132 | 3 | < 0.1% |
| 0.143978277 | 3 | < 0.1% |
| 0.3583809283 | 3 | < 0.1% |
| 0.3523488394 | 3 | < 0.1% |
| 0.1359057034 | 3 | < 0.1% |
| 0.17607937 | 3 | < 0.1% |
| Other values (8651) | 8711 |
| Value | Count | Frequency (%) |
| -15.15659659 | 1 | |
| -13.26491585 | 1 | |
| -12.07458539 | 1 | |
| -11.53291518 | 1 | |
| -10.32620304 | 1 | |
| -8.997292539 | 1 | |
| -8.014640431 | 1 | |
| -6.791536639 | 1 | |
| -6.735951454 | 1 | |
| -6.70270521 | 1 |
| Value | Count | Frequency (%) |
| 39.44773541 | 1 | |
| 11.76977701 | 1 | |
| 10.26638974 | 1 | |
| 8.389214758 | 1 | |
| 7.659964944 | 1 | |
| 7.381567821 | 1 | |
| 7.15437434 | 1 | |
| 7.003700488 | 1 | |
| 6.90845248 | 1 | |
| 5.304725216 | 1 |
PC10
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 8660 |
|---|---|
| Distinct (%) | 98.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.4675639 × 10-17 |
| Minimum | -13.37502 |
|---|---|
| Maximum | 32.829228 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 3317 |
| Negative (%) | 37.7% |
| Memory size | 68.8 KiB |
Quantile statistics
| Minimum | -13.37502 |
|---|---|
| 5-th percentile | -1.1774069 |
| Q1 | -0.20682254 |
| median | 0.10559994 |
| Q3 | 0.31970231 |
| 95-th percentile | 0.67929569 |
| Maximum | 32.829228 |
| Range | 46.204248 |
| Interquartile range (IQR) | 0.52652485 |
Descriptive statistics
| Standard deviation | 0.93136122 |
|---|---|
| Coefficient of variation (CV) | 1.4400495 × 1016 |
| Kurtosis | 209.83344 |
| Mean | 6.4675639 × 10-17 |
| Median Absolute Deviation (MAD) | 0.24826171 |
| Skewness | 3.3675877 |
| Sum | 5.0182081 × 10-13 |
| Variance | 0.86743372 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.2835187431 | 47 | 0.5% |
| 0.2866191795 | 5 | 0.1% |
| 0.4347979421 | 4 | < 0.1% |
| 0.3060021141 | 4 | < 0.1% |
| 0.3618802339 | 3 | < 0.1% |
| 0.4141010348 | 3 | < 0.1% |
| 0.2791835272 | 3 | < 0.1% |
| 0.3793667609 | 3 | < 0.1% |
| 0.3859965564 | 3 | < 0.1% |
| 0.322996252 | 3 | < 0.1% |
| Other values (8650) | 8711 |
| Value | Count | Frequency (%) |
| -13.37501995 | 1 | |
| -12.7240985 | 1 | |
| -12.03168586 | 1 | |
| -11.33060402 | 1 | |
| -9.955747028 | 1 | |
| -9.210615349 | 1 | |
| -8.859894014 | 1 | |
| -8.511868033 | 1 | |
| -8.498120813 | 1 | |
| -8.476776435 | 1 |
| Value | Count | Frequency (%) |
| 32.82922767 | 1 | |
| 10.87988207 | 1 | |
| 9.376151646 | 1 | |
| 9.36064912 | 1 | |
| 8.707423136 | 1 | |
| 7.625101393 | 1 | |
| 7.511839538 | 1 | |
| 6.986354344 | 1 | |
| 6.859442292 | 1 | |
| 6.491160146 | 1 |
| PC1 | PC10 | PC2 | PC3 | PC4 | PC5 | PC6 | PC7 | PC8 | PC9 | calories | carbohydrate_g | protein_g | total_fat_grams | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PC1 | 1.000 | 0.082 | 0.172 | 0.144 | -0.431 | -0.182 | -0.133 | 0.133 | 0.136 | -0.019 | 0.497 | 0.005 | 0.647 | 0.409 |
| PC10 | 0.082 | 1.000 | 0.051 | 0.608 | -0.260 | -0.183 | -0.066 | 0.042 | -0.240 | -0.190 | -0.265 | -0.577 | 0.322 | -0.031 |
| PC2 | 0.172 | 0.051 | 1.000 | 0.211 | -0.301 | 0.066 | 0.154 | 0.214 | -0.001 | -0.232 | 0.579 | -0.228 | 0.367 | 0.878 |
| PC3 | 0.144 | 0.608 | 0.211 | 1.000 | -0.441 | -0.228 | -0.043 | 0.091 | -0.201 | -0.149 | -0.166 | -0.700 | 0.562 | 0.120 |
| PC4 | -0.431 | -0.260 | -0.301 | -0.441 | 1.000 | 0.011 | 0.206 | -0.177 | 0.062 | -0.123 | -0.171 | 0.338 | -0.705 | -0.302 |
| PC5 | -0.182 | -0.183 | 0.066 | -0.228 | 0.011 | 1.000 | 0.005 | -0.084 | -0.216 | 0.090 | -0.089 | 0.103 | -0.242 | 0.031 |
| PC6 | -0.133 | -0.066 | 0.154 | -0.043 | 0.206 | 0.005 | 1.000 | 0.028 | 0.134 | -0.400 | 0.233 | 0.286 | -0.125 | 0.152 |
| PC7 | 0.133 | 0.042 | 0.214 | 0.091 | -0.177 | -0.084 | 0.028 | 1.000 | 0.376 | -0.278 | 0.185 | -0.153 | 0.207 | 0.211 |
| PC8 | 0.136 | -0.240 | -0.001 | -0.201 | 0.062 | -0.216 | 0.134 | 0.376 | 1.000 | -0.299 | 0.318 | 0.249 | 0.037 | 0.132 |
| PC9 | -0.019 | -0.190 | -0.232 | -0.149 | -0.123 | 0.090 | -0.400 | -0.278 | -0.299 | 1.000 | -0.203 | 0.127 | -0.078 | -0.288 |
| calories | 0.497 | -0.265 | 0.579 | -0.166 | -0.171 | -0.089 | 0.233 | 0.185 | 0.318 | -0.203 | 1.000 | 0.371 | 0.332 | 0.770 |
| carbohydrate_g | 0.005 | -0.577 | -0.228 | -0.700 | 0.338 | 0.103 | 0.286 | -0.153 | 0.249 | 0.127 | 0.371 | 1.000 | -0.404 | -0.084 |
| protein_g | 0.647 | 0.322 | 0.367 | 0.562 | -0.705 | -0.242 | -0.125 | 0.207 | 0.037 | -0.078 | 0.332 | -0.404 | 1.000 | 0.473 |
| total_fat_grams | 0.409 | -0.031 | 0.878 | 0.120 | -0.302 | 0.031 | 0.152 | 0.211 | 0.132 | -0.288 | 0.770 | -0.084 | 0.473 | 1.000 |
| name | calories | total_fat_grams | protein_g | carbohydrate_g | Category | PC1 | PC2 | PC3 | PC4 | PC5 | PC6 | PC7 | PC8 | PC9 | PC10 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Cornstarch | 381 | 0.1 | 0.26 | 91.27 | CORNSTARCH | -1.647091 | -0.658178 | -0.166445 | 0.193537 | -0.128099 | -0.270291 | -0.255181 | -0.099148 | 0.229562 | 0.232153 |
| 1 | Nuts, pecans | 691 | 72.0 | 9.17 | 13.86 | NUTS | 2.173042 | 5.169866 | -1.656052 | -0.301768 | -0.249505 | -1.510693 | 0.168519 | 0.419696 | 0.783797 | -0.825249 |
| 2 | Eggplant, raw | 25 | 0.2 | 0.98 | 5.88 | EGGPLANT | -1.133732 | -0.771836 | -0.497918 | 0.246772 | -0.107108 | -0.424269 | -0.080799 | 0.085083 | 0.258346 | -0.046096 |
| 3 | Teff, uncooked | 367 | 2.4 | 13.30 | 73.13 | TEFF | 2.540549 | -1.032605 | -1.140901 | -0.996816 | -0.396015 | -0.683040 | -0.064882 | 0.696109 | 0.466783 | -0.163404 |
| 4 | Sherbet, orange | 144 | 2.0 | 1.10 | 30.40 | SHERBET | -1.264300 | -0.641861 | -0.601968 | 0.467947 | -0.166708 | 0.664797 | 0.144556 | 0.490527 | -0.311870 | -0.388651 |
| 5 | Cauliflower, raw | 25 | 0.3 | 1.92 | 4.97 | CAULIFLOWER | -0.909354 | -0.878998 | -0.453032 | 0.376796 | 0.034177 | -0.517976 | 0.397345 | -0.344184 | 0.078792 | 0.263340 |
| 6 | Taro leaves, raw | 42 | 0.7 | 4.98 | 6.70 | TARO | 0.438624 | -0.993956 | -0.875679 | 1.166332 | 1.129473 | -1.312854 | -0.175857 | -0.355672 | -0.391478 | 0.278511 |
| 7 | Lamb, raw, ground | 282 | 23.0 | 16.56 | 0.00 | LAMB | -0.353012 | 1.076537 | 0.763439 | -0.414198 | -0.114262 | -0.228049 | 0.181168 | 0.190644 | -0.542744 | 0.213763 |
| 8 | Cheese, camembert | 300 | 24.0 | 19.80 | 0.46 | CHEESE | 0.368481 | 1.033893 | 0.377328 | -1.186042 | 1.096362 | 1.097397 | 0.295294 | -0.130765 | -0.920559 | 0.436617 |
| 9 | Vegetarian fillets | 290 | 18.0 | 23.00 | 9.00 | VEGETARIAN | 2.030402 | 0.571543 | -0.098088 | 0.056102 | -0.547242 | -0.043844 | 0.231746 | -0.804322 | 0.800163 | -0.421265 |
| name | calories | total_fat_grams | protein_g | carbohydrate_g | Category | PC1 | PC2 | PC3 | PC4 | PC5 | PC6 | PC7 | PC8 | PC9 | PC10 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8779 | Beef, braised, cooked, all grades, trimmed to 1/8" fat, separable lean and fat, flat half, brisket | 289 | 18.0 | 28.82 | 0.0 | BEEF | 0.125787 | 0.635363 | 1.300860 | -0.543254 | -0.678108 | -0.148258 | 0.079404 | 0.080403 | -0.479597 | 0.502884 |
| 8780 | Beef, raw, select, trimmed to 1/8" fat, separable lean only, lip-on, boneless, rib eye steak/roast | 148 | 6.4 | 22.55 | 0.0 | BEEF | 0.054082 | -0.277330 | 1.089234 | -0.428389 | -0.762341 | -0.270216 | 0.056788 | -0.077531 | 0.001301 | 0.516443 |
| 8781 | Beef, raw, choice, trimmed to 1/8" fat, separable lean only, lip-on, boneless, rib eye steak/roast | 161 | 8.3 | 21.62 | 0.0 | BEEF | 0.061101 | -0.150935 | 1.100520 | -0.368745 | -0.802455 | -0.218468 | 0.035385 | -0.092505 | -0.038892 | 0.518625 |
| 8782 | Oil, uses similar to 95 degree hard butter, confection fat, palm kernel (hydrogenated), industrial | 884 | 100.0 | 0.00 | 0.0 | OIL | -1.351691 | 6.361679 | -0.172193 | 0.166911 | 0.825051 | 1.738832 | 1.789669 | 2.133935 | -5.562548 | 0.110599 |
| 8783 | Beef, raw, all grades, trimmed to 0" fat, separable lean and fat, boneless, top round steak, round | 124 | 3.3 | 23.49 | 0.0 | BEEF | 0.047367 | -0.527244 | 0.923638 | -0.353735 | -0.617635 | -0.166457 | 0.111874 | -0.200822 | 0.072051 | 0.486277 |
| 8784 | Beef, raw, all grades, trimmed to 0" fat, separable lean and fat, boneless, top round roast, round | 125 | 3.5 | 23.45 | 0.0 | BEEF | 0.045922 | -0.515209 | 0.922604 | -0.353900 | -0.615158 | -0.165595 | 0.113287 | -0.198905 | 0.067868 | 0.485413 |
| 8785 | Lamb, cooked, separable lean only, composite of trimmed retail cuts, frozen, imported, New Zealand | 206 | 8.9 | 29.59 | 0.0 | LAMB | -0.246957 | -0.048108 | 0.929810 | -0.418810 | -0.210290 | -0.076078 | -0.024302 | 0.054925 | -0.372482 | 0.210014 |
| 8786 | Lamb, raw, separable lean and fat, composite of trimmed retail cuts, frozen, imported, New Zealand | 277 | 23.0 | 16.74 | 0.0 | LAMB | -0.661898 | 1.012260 | 0.587320 | -0.223571 | 0.021455 | -0.010895 | 0.187924 | 0.221963 | -0.744481 | 0.122516 |
| 8787 | Beef, raw, all grades, trimmed to 0" fat, separable lean only, boneless, eye of round roast, round | 121 | 3.0 | 23.37 | 0.0 | BEEF | -0.004727 | -0.548053 | 0.930509 | -0.364613 | -0.565028 | -0.198939 | 0.156510 | -0.219842 | 0.114107 | 0.444767 |
| 8788 | Beef, raw, all grades, trimmed to 0" fat, separable lean only, boneless, eye of round steak, round | 121 | 3.0 | 23.37 | 0.0 | BEEF | -0.004648 | -0.548084 | 0.930633 | -0.364364 | -0.564796 | -0.198987 | 0.156488 | -0.219820 | 0.114157 | 0.444632 |